开源成果

In 2025

多源分类： MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification [Code@Github]
变化检测： Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection [Code@Github]

变化检测： SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation [Code@Github]
域自适应： Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting [Code@Github]
变化检测： Wavelet-based Bi-dimensional Aggregation Network for SAR Image Change Detection [Code@Github]
图像修复： Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising [Code@Github]

多源分类： SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification [Code@Github]
多源分类： Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification [Code@Github]
图像修复： Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising [Code@Github]
变化检测： Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection [Code@Github]

变化检测： Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network [Code@Github]
变化检测： Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network [Code@github]
图像修复： Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator [Code@Github]
变化检测： Change Detection From Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network [Code@github]

高光谱分类： Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification [Code@github]
变化检测： SAR Image Change Detection Based on Multiscale Capsule Network [Code@github]
变化检测： Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network [Code@Github]